From CNN to DNN Hardware Accelerators: A Survey on Design, Exploration, Simulation, and Frameworks (Foundations and Trends® in Electronic Design Automation)

Efficient Processing of Deep Neural Networks (Synthesis Lectures on Computer Architecture)

Data Orchestration in Deep Learning Accelerators (Synthesis Lectures on Computer Architecture)

Springer

Thinking Machines: Machine Learning and Its Hardware Implementation

Academic Press

Artificial Intelligence Hardware Design: Challenges and Solutions

Wiley-IEEE Press

Domain-Specific Computer Architectures for Emerging Applications: Machine Learning and Neural Networks

Chapman and Hall/CRC

Deep Learning for Computer Architects (Synthesis Lectures on Computer Architecture)

Springer

Learning Deep Learning: Theory and Practice of Neural Networks, Computer Vision, Natural Language Processing, and Transformers Using TensorFlow

Addison Wesley

Compact and Fast Machine Learning Accelerator for IoT Devices (Computer Architecture and Design Methodologies)

Springer

Artificial Intelligence Applications and Reconfigurable Architectures

AI Systems Performance Engineering: Optimizing Model Training and Inference Workloads with Gpus, Cuda, and Pytorch

O'Reilly

Artificial Intelligence Systems Based on Hybrid Neural Networks: Theory and Applications: 904 (Studies in Computational Intelligence, 904)

Springer

Artificial Intelligence Systems Based on Hybrid Neural Networks: Theory and Applications: 904 (Studies in Computational Intelligence, 904)

Springer

Embedded Deep Learning: Algorithms, Architectures and Circuits for Always-on Neural Network Processing

Springer

Elsevier Ascend AI Processor Architecture and Programming Book

Elsevier

Machine Learning on Commodity Tiny Devices: Theory and Practice

CRC Press

Dealing with Complexity: A Neural Networks Approach (Perspectives in Neural Computing)

Springer

Principles and Labs for Deep Learning

Academic Press

Neural Information Processing and VLSI: 304 (The Springer International Series in Engineering and Computer Science, 304)

Springer

IoT-enabled Convolutional Neural Networks: Techniques and Applications (River Publisher Series in Automation, Control and Robotics)

Taylor & Francis

Artificial Neural Networks in Finance and Manufacturing

IGI Global

Optimization of Spiking Neural Networks for Radar Applications

Proceedings of the 21st EANN (Engineering Applications of Neural Networks) 2020 Conference: Proceedings of the EANN 2020: 2 (Proceedings of the International Neural Networks Society, 2)

Springer

Deep Learning at Scale: At the Intersection of Hardware, Software, and Data

O'Reilly

Pattern Recognition with Neural Networks in C++

CRC Press